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02-02Notizen

Eine Arbeitsbibliothek der Mathematik hinter der Analyse.

524 Notizen in 7 Bereichen, von der Notation bis zum maschinellen Lernen, auf Englisch. Jede behandelt eine Formel: was sie aussagt, ein kleines Rechenbeispiel und Code, der läuft. An Ort und Stelle überarbeitet. Seite 17 von 22.

IndexAlle Notizen

02-02-385Population MeanProbability and statisticsBasic statistical operations 02-02-386Population VarianceProbability and statisticsBasic statistical operations 02-02-387Standard DeviationProbability and statisticsBasic statistical operations 02-02-388Standardized Score (Z-Score)Probability and statisticsBasic statistical operations 02-02-389CDFProbability and statisticsCommon continuous distributions 02-02-390Continuous Uniform DistributionProbability and statisticsCommon continuous distributions 02-02-391Expected ValueProbability and statisticsCommon continuous distributions 02-02-392Multivariate Gaussian DistributionProbability and statisticsCommon continuous distributions 02-02-393PDFProbability and statisticsCommon continuous distributions 02-02-394VarianceProbability and statisticsCommon continuous distributions 02-02-395Bernoulli Distribution (1 trial, binary outcome)Probability and statisticsCommon discrete distributions 02-02-396Binomial Distribution (n trials, k successes)Probability and statisticsCommon discrete distributions 02-02-397Categorical Distribution (1 trial, K outcomes)Probability and statisticsCommon discrete distributions 02-02-398Multinomial Distribution (n trials, K outcomes)Probability and statisticsCommon discrete distributions 02-02-399Negative Binomial Distribution (Trials to n successes)Probability and statisticsCommon discrete distributions 02-02-400Poisson Distribution (counts per interval)Probability and statisticsCommon discrete distributions 02-02-401Cumulative Distribution Function (CDF)Probability and statisticsContinuous random variables (CRVs)02-02-402Expected ValueProbability and statisticsContinuous random variables (CRVs)02-02-403Function ExpectationProbability and statisticsContinuous random variables (CRVs)02-02-404Interval ProbabilityProbability and statisticsContinuous random variables (CRVs)02-02-405Probability Density Function (PDF) ConstraintProbability and statisticsContinuous random variables (CRVs)02-02-406VarianceProbability and statisticsContinuous random variables (CRVs)02-02-407Cumulative Distribution Function (CDF)Probability and statisticsDiscrete random variables (DRVs)02-02-408Expected Value (Linearity)Probability and statisticsDiscrete random variables (DRVs)

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